ENHANCING THE PERFORMANCE OF LOCAL BINARY PATTERNS FOR FACE RECOGNITION BY SPECTRAL REGRESSION

The following sections are included:

• Introduction

• Local Binary Patterns

• Dimension Reduction with SR

• Experiments

  • Experiment with the AR faces

  • Experiments with FERET datasets

  • Experiment with the CAS-PEAL pose variant face dataset

  • Experiment with the Yale-B illumination variant face dataset

• Discussions and Conclusions

• References